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Conferences > SPPCom > 2018 > SpW4G > SpW4G.1

Application of Machine Learning Techniques in Fiber-Optic Communication Systems

Alan Pak Tao Lau, Faisal Nadeem Khan, Qirui Fan, and Chao Lu

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Abstract

We discuss machine learning applications in different aspects of fiber-optic communications including fiber nonlinearity compensation, optical performance monitoring, cognitive fault detection/prevention, and planning and optimization of software-defined networks.

© 2018 The Author(s)

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